- ICH GCP
- US Clinical Trials Registry
- Clinical Trial NCT04055766
A Diagnostic Test on DeepDoc-an AI-based Decision Support System
December 11, 2019 updated by: Xijing Hospital
DeepDoc - Clinical Validation of an AI-based Decision Support System in the Early Diagnostic Evaluation of Neurological Diseases: a Prospective Multi-center Study
DeepDoc is an AI-based decision support system for the early etiology diagnosis of neurological diseases using clinical data points from patients admitted to hospital within 24 hours.This study aims to evaluate whether the diagnosis of the DeepDoc AI-based decision support system is better than the doctor's initial diagnosis by a multi-center, superiority diagnostic study.
Study Overview
Status
Unknown
Conditions
Intervention / Treatment
Detailed Description
The doctor completes the admission note within 24 hours after the patient is admitted to the hospital.
After informed consent is given to the patient who meet the inclusion criteria, open the DeepDoc to fill in the patient identification information.
Then take the picture of the initial diagnosis of the admission note page and upload it to DeepDoc, fill the doctor's initial diagnosis into the DeppDoc.
And put the patient's clinical data points into the DeepDoc to get a DeepdDoc diagnosis.
Study Type
Observational
Enrollment (Anticipated)
4000
Contacts and Locations
This section provides the contact details for those conducting the study, and information on where this study is being conducted.
Study Contact
- Name: Zhao Gang
- Phone Number: 02984775368
- Email: zhaogang@fmmu.edu.cn
Participation Criteria
Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.
Eligibility Criteria
Ages Eligible for Study
18 years to 80 years (ADULT, OLDER_ADULT)
Accepts Healthy Volunteers
No
Genders Eligible for Study
All
Sampling Method
Non-Probability Sample
Study Population
4000 consecutive patients suspected of stroke,meningitis/encephalitis, vertigo and headache(1000 cases of each disease) are admitted to the department of neurology that consented to involvement in the study.
Description
Inclusion Criteria:
- Patients with clinical symptoms or signs suspected of stroke,meningitis/encephalitis, vertigo and headache.
- Neurological examination results and imaging changes within 24 hours of admission.
Exclusion Criteria:
Patients discharged, transferred to the hospital, or died within 24 hours after admission.
Study Plan
This section provides details of the study plan, including how the study is designed and what the study is measuring.
How is the study designed?
Design Details
Cohorts and Interventions
Group / Cohort |
Intervention / Treatment |
---|---|
Meningitis/Encephalitis
Patients with clinical signs and symptoms suspected of meningitis/encephalitis
|
Patients are diagnosed by the DeepDoc within 24 hours of admission.
|
Stroke
Patients with clinical signs and symptoms suspected of stroke
|
Patients are diagnosed by the DeepDoc within 24 hours of admission.
|
Headache
Patients with clinical signs and symptoms suspected of headache
|
Patients are diagnosed by the DeepDoc within 24 hours of admission.
|
Vertigo
Patients with clinical signs and symptoms suspected of vertigo
|
Patients are diagnosed by the DeepDoc within 24 hours of admission.
|
What is the study measuring?
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
---|---|---|
Accuracy of diagnosis by DeepDoc AI-based Decision Support System
Time Frame: 24 hours
|
Accuracy of diagnosis by DeepDoc and compare this result with doctors
|
24 hours
|
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
---|---|---|
Sensitivity of diagnosis by DeepDoc AI-based Decision Support System
Time Frame: 24 hours
|
Sensitivity of diagnosis by DeepDoc and compare this result with doctors
|
24 hours
|
Specificity of diagnosis by DeepDoc AI-based Decision Support System
Time Frame: 24 hours
|
Specificity of diagnosis by DeepDoc and compare this result with doctors
|
24 hours
|
Collaborators and Investigators
This is where you will find people and organizations involved with this study.
Sponsor
Investigators
- Study Director: Zhao Gang, Xijing Hospital
Study record dates
These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.
Study Major Dates
Study Start (ANTICIPATED)
September 1, 2020
Primary Completion (ANTICIPATED)
September 9, 2020
Study Completion (ANTICIPATED)
March 1, 2021
Study Registration Dates
First Submitted
August 4, 2019
First Submitted That Met QC Criteria
August 12, 2019
First Posted (ACTUAL)
August 14, 2019
Study Record Updates
Last Update Posted (ACTUAL)
December 13, 2019
Last Update Submitted That Met QC Criteria
December 11, 2019
Last Verified
July 1, 2019
More Information
Terms related to this study
Keywords
Additional Relevant MeSH Terms
Other Study ID Numbers
- DeepDoc-M5
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
No
Studies a U.S. FDA-regulated device product
No
This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.
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